Thinking out loud on AI implementation.
Practical observations from building agentic workflows for teams and professionals.
The Model You Can't Use Tells You Everything About Where AI Is Heading
Anthropic built the most capable AI model in history, then locked it down. What the benchmarks, the hardware pipeline, and the open source convergence signal about where AI capability and cost are heading over the next 18 months.
The AI Setup You Think You Can't Afford Already Exists
An executive coach drowning in post-meeting admin got a complete AI workflow built in two weeks using standard-tier tools. No enterprise contract. No six-figure implementation. Here is why the cost of waiting is higher than the cost of starting.
What I Learned Setting Up AI for 5 Very Different Business Owners
Most AI adoption advice assumes people haven't tried yet. The five business owners I set up had all tried. That was the problem.
Why AI Doesn't Stick (And What Actually Fixes It)
Most AI rollouts fail the same way. Not because the technology is bad, but because of how they're introduced. Here's what the pattern looks like, and what actually works.